111 lines
2.8 KiB
Nix
111 lines
2.8 KiB
Nix
{ stdenv
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, lib
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, buildPythonPackage
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, fetchFromGitHub
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, fetchpatch
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, pythonAtLeast
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, pythonOlder
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, pytestCheckHook
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, setuptools
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, numpy
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, packaging
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, psutil
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, pyyaml
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, torch
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, evaluate
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, parameterized
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, transformers
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}:
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buildPythonPackage rec {
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pname = "accelerate";
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version = "0.24.1";
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format = "pyproject";
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disabled = pythonOlder "3.7";
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src = fetchFromGitHub {
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owner = "huggingface";
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repo = pname;
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rev = "refs/tags/v${version}";
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hash = "sha256-DKyFb+4DUMhVUwr+sgF2IaJS9pEj2o2shGYwExfffWg=";
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};
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patches = [
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# https://github.com/huggingface/accelerate/pull/2121
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(fetchpatch {
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name = "fix-import-error-without-torch_distributed.patch";
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url = "https://github.com/huggingface/accelerate/commit/42048092eabd67a407ea513a62f2acde97079fbc.patch";
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hash = "sha256-9lvnU6z5ZEFc5RVw2bP0cGVyrwAp/pxX4ZgnmCN7qH8=";
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})
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];
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nativeBuildInputs = [ setuptools ];
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propagatedBuildInputs = [
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numpy
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packaging
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psutil
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pyyaml
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torch
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];
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nativeCheckInputs = [
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evaluate
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parameterized
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pytestCheckHook
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transformers
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];
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preCheck = ''
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export HOME=$(mktemp -d)
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export PATH=$out/bin:$PATH
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'';
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pytestFlagsArray = [ "tests" ];
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disabledTests = [
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# try to download data:
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"FeatureExamplesTests"
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"test_infer_auto_device_map_on_t0pp"
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# require socket communication
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"test_explicit_dtypes"
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"test_gated"
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"test_invalid_model_name"
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"test_invalid_model_name_transformers"
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"test_no_metadata"
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"test_no_split_modules"
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"test_remote_code"
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"test_transformers_model"
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# set the environment variable, CC, which conflicts with standard environment
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"test_patch_environment_key_exists"
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] ++ lib.optionals (stdenv.isLinux && stdenv.isAarch64) [
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# usual aarch64-linux RuntimeError: DataLoader worker (pid(s) <...>) exited unexpectedly
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"CheckpointTest"
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] ++ lib.optionals (stdenv.isDarwin && stdenv.isx86_64) [
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# RuntimeError: torch_shm_manager: execl failed: Permission denied
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"CheckpointTest"
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] ++ lib.optionals (pythonAtLeast "3.11") [
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# python3.11 not yet supported for torch.compile
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"test_dynamo_extract_model"
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];
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disabledTestPaths = lib.optionals (!(stdenv.isLinux && stdenv.isx86_64)) [
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# numerous instances of torch.multiprocessing.spawn.ProcessRaisedException:
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"tests/test_cpu.py"
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"tests/test_grad_sync.py"
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"tests/test_metrics.py"
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"tests/test_scheduler.py"
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];
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pythonImportsCheck = [
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"accelerate"
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];
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meta = with lib; {
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homepage = "https://huggingface.co/docs/accelerate";
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description = "A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision";
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changelog = "https://github.com/huggingface/accelerate/releases/tag/v${version}";
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license = licenses.asl20;
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maintainers = with maintainers; [ bcdarwin ];
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mainProgram = "accelerate";
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};
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}
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